Chris focuses on data, analytics, and business strategy in financial services. Recently, his focus has been on customer analytics, product design / implementation, marketing, segmentation, personalization, and customer experience in the consumer and small business banking sector. He also has experience with risk and regulatory policy, supporting programs to automate liquidity reporting, capital assessments, and stress testing.Experience in: - Implementing enterprise regulatory reporting and governance frameworks for GSIB's- Designing, architecting, and implementing customer data and analytics programs to support consumer marketing, customer segmentation, servicing, and hyper-personalization growth strategies- Building data products to drive analytics, AI/ML, cross-channel analytics, and Gen AI objectives- Banking data domain strategy (product and platform architecture) to align business groups and / or customer journeys with underlying technology support infrastructure- Data management & governance, system rationalization, and shadow IT remediation to simplify data architecture / pipelines to drive operational efficiency and reduce risk- Organizational restructuring, optimization, and target operating model design / change management to support efficiency objectives - Aligning business use cases with data and technology requirements and developing implementation roadmaps